Overview
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 1564 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 171.1 KiB |
| Average record size in memory | 112.0 B |
Variable types
| Categorical | 4 |
|---|---|
| Numeric | 9 |
PropertyGFABuilding(s) is highly overall correlated with SiteEnergyUse(kBtu) and 1 other fields | High correlation |
SiteEUI(kBtu/sf) is highly overall correlated with SiteEnergyUse(kBtu) and 1 other fields | High correlation |
SiteEnergyUse(kBtu) is highly overall correlated with PropertyGFABuilding(s) and 2 other fields | High correlation |
TotalGHGEmissions is highly overall correlated with PropertyGFABuilding(s) and 2 other fields | High correlation |
Use_Steam is highly imbalanced (65.0%) | Imbalance |
SiteEnergyUse(kBtu) has unique values | Unique |
NumberofBuildings has 52 (3.3%) zeros | Zeros |
PropertyGFAParking has 1238 (79.2%) zeros | Zeros |
Reproduction
| Analysis started | 2025-12-19 15:43:24.514364 |
|---|---|
| Analysis finished | 2025-12-19 15:43:34.272904 |
| Duration | 9.76 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
PrimaryPropertyType
Categorical
| Distinct | 20 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 KiB |
| Small- and Mid-Sized Office | |
|---|---|
| Other | |
| Warehouse | |
| Large Office | |
| Mixed Use Property | |
| Other values (15) |
Length
| Max length | 27 |
|---|---|
| Median length | 21 |
| Mean length | 14.721867 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Hotel |
|---|---|
| 2nd row | Hotel |
| 3rd row | Hotel |
| 4th row | Hotel |
| 5th row | Other |
Common Values
| Value | Count | Frequency (%) |
| Small- and Mid-Sized Office | 286 | |
| Other | 244 | |
| Warehouse | 184 | |
| Large Office | 156 | |
| Mixed Use Property | 128 | |
| Retail Store | 85 | 5.4% |
| Hotel | 74 | 4.7% |
| Worship Facility | 69 | 4.4% |
| Distribution Center | 53 | 3.4% |
| K-12 School | 50 | 3.2% |
| Other values (10) | 235 |
Length
| Value | Count | Frequency (%) |
| office | 480 | |
| small | 286 | 8.4% |
| and | 286 | 8.4% |
| mid-sized | 286 | 8.4% |
| other | 244 | 7.2% |
| warehouse | 196 | 5.8% |
| large | 156 | 4.6% |
| mixed | 128 | 3.8% |
| use | 128 | 3.8% |
| property | 128 | 3.8% |
| Other values (24) | 1082 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2774 | 12.0% |
| i | 1899 | 8.2% |
| 1836 | 8.0% | |
| r | 1507 | 6.5% |
| a | 1340 | 5.8% |
| t | 1098 | 4.8% |
| d | 1059 | 4.6% |
| f | 1000 | 4.3% |
| l | 995 | 4.3% |
| o | 926 | 4.0% |
| Other values (32) | 8591 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 23025 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2774 | 12.0% |
| i | 1899 | 8.2% |
| 1836 | 8.0% | |
| r | 1507 | 6.5% |
| a | 1340 | 5.8% |
| t | 1098 | 4.8% |
| d | 1059 | 4.6% |
| f | 1000 | 4.3% |
| l | 995 | 4.3% |
| o | 926 | 4.0% |
| Other values (32) | 8591 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 23025 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2774 | 12.0% |
| i | 1899 | 8.2% |
| 1836 | 8.0% | |
| r | 1507 | 6.5% |
| a | 1340 | 5.8% |
| t | 1098 | 4.8% |
| d | 1059 | 4.6% |
| f | 1000 | 4.3% |
| l | 995 | 4.3% |
| o | 926 | 4.0% |
| Other values (32) | 8591 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 23025 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2774 | 12.0% |
| i | 1899 | 8.2% |
| 1836 | 8.0% | |
| r | 1507 | 6.5% |
| a | 1340 | 5.8% |
| t | 1098 | 4.8% |
| d | 1059 | 4.6% |
| f | 1000 | 4.3% |
| l | 995 | 4.3% |
| o | 926 | 4.0% |
| Other values (32) | 8591 |
Neighborhood
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 KiB |
| DOWNTOWN | |
|---|---|
| GREATER DUWAMISH | |
| MAGNOLIA / QUEEN ANNE | |
| LAKE UNION | |
| NORTHEAST | |
| Other values (8) |
Length
| Max length | 21 |
|---|---|
| Median length | 10 |
| Mean length | 10.799872 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DOWNTOWN |
|---|---|
| 2nd row | DOWNTOWN |
| 3rd row | DOWNTOWN |
| 4th row | DOWNTOWN |
| 5th row | DOWNTOWN |
Common Values
| Value | Count | Frequency (%) |
| DOWNTOWN | 342 | |
| GREATER DUWAMISH | 324 | |
| MAGNOLIA / QUEEN ANNE | 154 | |
| LAKE UNION | 140 | |
| NORTHEAST | 120 | 7.7% |
| EAST | 113 | 7.2% |
| NORTHWEST | 83 | 5.3% |
| NORTH | 67 | 4.3% |
| BALLARD | 63 | 4.0% |
| CENTRAL | 49 | 3.1% |
| Other values (3) | 109 | 7.0% |
Length
| Value | Count | Frequency (%) |
| downtown | 342 | |
| greater | 324 | |
| duwamish | 324 | |
| magnolia | 154 | 6.2% |
| 154 | 6.2% | |
| queen | 154 | 6.2% |
| anne | 154 | 6.2% |
| lake | 140 | 5.6% |
| union | 140 | 5.6% |
| northeast | 120 | 4.8% |
| Other values (8) | 484 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 1899 | |
| E | 1766 | |
| A | 1690 | |
| T | 1435 | 8.5% |
| O | 1315 | 7.8% |
| W | 1126 | 6.7% |
| R | 1072 | 6.3% |
| 926 | 5.5% | |
| D | 813 | 4.8% |
| S | 774 | 4.6% |
| Other values (11) | 4075 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16891 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 1899 | |
| E | 1766 | |
| A | 1690 | |
| T | 1435 | 8.5% |
| O | 1315 | 7.8% |
| W | 1126 | 6.7% |
| R | 1072 | 6.3% |
| 926 | 5.5% | |
| D | 813 | 4.8% |
| S | 774 | 4.6% |
| Other values (11) | 4075 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16891 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 1899 | |
| E | 1766 | |
| A | 1690 | |
| T | 1435 | 8.5% |
| O | 1315 | 7.8% |
| W | 1126 | 6.7% |
| R | 1072 | 6.3% |
| 926 | 5.5% | |
| D | 813 | 4.8% |
| S | 774 | 4.6% |
| Other values (11) | 4075 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16891 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 1899 | |
| E | 1766 | |
| A | 1690 | |
| T | 1435 | 8.5% |
| O | 1315 | 7.8% |
| W | 1126 | 6.7% |
| R | 1072 | 6.3% |
| 926 | 5.5% | |
| D | 813 | 4.8% |
| S | 774 | 4.6% |
| Other values (11) | 4075 |
YearBuilt
Real number (ℝ)
| Distinct | 113 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1962.1208 |
| Minimum | 1900 |
|---|---|
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 KiB |
Quantile statistics
| Minimum | 1900 |
|---|---|
| 5-th percentile | 1906 |
| Q1 | 1930 |
| median | 1966 |
| Q3 | 1990 |
| 95-th percentile | 2009 |
| Maximum | 2015 |
| Range | 115 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 33.114549 |
|---|---|
| Coefficient of variation (CV) | 0.016876916 |
| Kurtosis | -1.0625351 |
| Mean | 1962.1208 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | -0.28352383 |
| Sum | 3068757 |
| Variance | 1096.5734 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1900 | 42 | 2.7% |
| 1970 | 31 | 2.0% |
| 2000 | 29 | 1.9% |
| 1960 | 29 | 1.9% |
| 1910 | 28 | 1.8% |
| 2008 | 28 | 1.8% |
| 1962 | 28 | 1.8% |
| 1979 | 28 | 1.8% |
| 1926 | 27 | 1.7% |
| 1969 | 25 | 1.6% |
| Other values (103) | 1269 |
| Value | Count | Frequency (%) |
| 1900 | 42 | |
| 1901 | 3 | 0.2% |
| 1902 | 8 | 0.5% |
| 1903 | 1 | 0.1% |
| 1904 | 12 | 0.8% |
| 1905 | 4 | 0.3% |
| 1906 | 12 | 0.8% |
| 1907 | 12 | 0.8% |
| 1908 | 11 | 0.7% |
| 1909 | 14 | 0.9% |
| Value | Count | Frequency (%) |
| 2015 | 10 | 0.6% |
| 2014 | 14 | |
| 2013 | 15 | |
| 2012 | 10 | 0.6% |
| 2011 | 5 | 0.3% |
| 2010 | 10 | 0.6% |
| 2009 | 22 | |
| 2008 | 28 | |
| 2007 | 11 | 0.7% |
| 2006 | 17 |
NumberofBuildings
Real number (ℝ)
Zeros
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0837596 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 52 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.10661 |
|---|---|
| Coefficient of variation (CV) | 1.0210844 |
| Kurtosis | 311.19415 |
| Mean | 1.0837596 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.712179 |
| Sum | 1695 |
| Variance | 1.2245857 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1466 | |
| 0 | 52 | 3.3% |
| 2 | 14 | 0.9% |
| 3 | 11 | 0.7% |
| 5 | 7 | 0.4% |
| 4 | 5 | 0.3% |
| 6 | 2 | 0.1% |
| 8 | 2 | 0.1% |
| 27 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| Other values (3) | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 52 | 3.3% |
| 1 | 1466 | |
| 2 | 14 | 0.9% |
| 3 | 11 | 0.7% |
| 4 | 5 | 0.3% |
| 5 | 7 | 0.4% |
| 6 | 2 | 0.1% |
| 8 | 2 | 0.1% |
| 10 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 27 | 1 | 0.1% |
| 23 | 1 | 0.1% |
| 14 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 8 | 2 | 0.1% |
| 6 | 2 | 0.1% |
| 5 | 7 | |
| 4 | 5 | |
| 3 | 11 |
NumberofFloors
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9482097 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 14 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 12 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.4448203 |
|---|---|
| Coefficient of variation (CV) | 1.3790606 |
| Kurtosis | 73.167805 |
| Mean | 3.9482097 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.3815287 |
| Sum | 6175 |
| Variance | 29.646068 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 423 | |
| 2 | 349 | |
| 3 | 251 | |
| 4 | 157 | 10.0% |
| 5 | 107 | 6.8% |
| 6 | 78 | 5.0% |
| 7 | 39 | 2.5% |
| 10 | 19 | 1.2% |
| 8 | 19 | 1.2% |
| 11 | 18 | 1.2% |
| Other values (28) | 104 | 6.6% |
| Value | Count | Frequency (%) |
| 0 | 14 | 0.9% |
| 1 | 423 | |
| 2 | 349 | |
| 3 | 251 | |
| 4 | 157 | 10.0% |
| 5 | 107 | 6.8% |
| 6 | 78 | 5.0% |
| 7 | 39 | 2.5% |
| 8 | 19 | 1.2% |
| 9 | 8 | 0.5% |
| Value | Count | Frequency (%) |
| 99 | 1 | 0.1% |
| 49 | 1 | 0.1% |
| 42 | 2 | |
| 41 | 1 | 0.1% |
| 39 | 1 | 0.1% |
| 37 | 1 | 0.1% |
| 36 | 2 | |
| 34 | 1 | 0.1% |
| 33 | 2 | |
| 29 | 3 |
PropertyGFAParking
Real number (ℝ)
Zeros
| Distinct | 320 |
|---|---|
| Distinct (%) | 20.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12171.737 |
| Minimum | 0 |
|---|---|
| Maximum | 407795 |
| Zeros | 1238 |
| Zeros (%) | 79.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 86218.85 |
| Maximum | 407795 |
| Range | 407795 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 37513.829 |
|---|---|
| Coefficient of variation (CV) | 3.0820439 |
| Kurtosis | 28.079226 |
| Mean | 12171.737 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.6878805 |
| Sum | 19036597 |
| Variance | 1.4072873 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1238 | |
| 13320 | 3 | 0.2% |
| 100176 | 2 | 0.1% |
| 25800 | 2 | 0.1% |
| 10800 | 2 | 0.1% |
| 30000 | 2 | 0.1% |
| 20416 | 2 | 0.1% |
| 79284 | 1 | 0.1% |
| 55504 | 1 | 0.1% |
| 3834 | 1 | 0.1% |
| Other values (310) | 310 | 19.8% |
| Value | Count | Frequency (%) |
| 0 | 1238 | |
| 1263 | 1 | 0.1% |
| 1392 | 1 | 0.1% |
| 2211 | 1 | 0.1% |
| 2352 | 1 | 0.1% |
| 3764 | 1 | 0.1% |
| 3834 | 1 | 0.1% |
| 4222 | 1 | 0.1% |
| 4256 | 1 | 0.1% |
| 4914 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 407795 | 1 | |
| 368980 | 1 | |
| 335109 | 1 | |
| 303707 | 1 | |
| 272900 | 1 | |
| 239252 | 1 | |
| 228668 | 1 | |
| 206597 | 1 | |
| 206580 | 1 | |
| 205970 | 1 |
PropertyGFABuilding(s)
Real number (ℝ)
High correlation
| Distinct | 1484 |
|---|---|
| Distinct (%) | 94.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86909.331 |
| Minimum | 3636 |
|---|---|
| Maximum | 1172127 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 KiB |
Quantile statistics
| Minimum | 3636 |
|---|---|
| 5-th percentile | 20882.55 |
| Q1 | 27926.75 |
| median | 45721.5 |
| Q3 | 92849 |
| 95-th percentile | 315736.9 |
| Maximum | 1172127 |
| Range | 1168491 |
| Interquartile range (IQR) | 64922.25 |
Descriptive statistics
| Standard deviation | 118219.13 |
|---|---|
| Coefficient of variation (CV) | 1.3602582 |
| Kurtosis | 21.231987 |
| Mean | 86909.331 |
| Median Absolute Deviation (MAD) | 21380.5 |
| Skewness | 3.9991489 |
| Sum | 1.3592619 × 108 |
| Variance | 1.3975762 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36000 | 7 | 0.4% |
| 28800 | 7 | 0.4% |
| 25920 | 7 | 0.4% |
| 21600 | 6 | 0.4% |
| 24000 | 5 | 0.3% |
| 33300 | 3 | 0.2% |
| 45000 | 3 | 0.2% |
| 20000 | 2 | 0.1% |
| 33600 | 2 | 0.1% |
| 21900 | 2 | 0.1% |
| Other values (1474) | 1520 |
| Value | Count | Frequency (%) |
| 3636 | 1 | |
| 10925 | 1 | |
| 11285 | 1 | |
| 11440 | 1 | |
| 11685 | 1 | |
| 11968 | 1 | |
| 12769 | 1 | |
| 12806 | 1 | |
| 13157 | 1 | |
| 14101 | 1 |
| Value | Count | Frequency (%) |
| 1172127 | 1 | |
| 1047934 | 1 | |
| 1004813 | 1 | |
| 962428 | 1 | |
| 934292 | 1 | |
| 888049 | 1 | |
| 861702 | 1 | |
| 794592 | 1 | |
| 791396 | 1 | |
| 754455 | 1 |
SiteEUI(kBtu/sf)
Real number (ℝ)
High correlation
| Distinct | 925 |
|---|---|
| Distinct (%) | 59.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.2711 |
| Minimum | 1.4 |
|---|---|
| Maximum | 834.40002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 KiB |
Quantile statistics
| Minimum | 1.4 |
|---|---|
| 5-th percentile | 13.1 |
| Q1 | 34.675 |
| median | 53.099998 |
| Q3 | 82.65 |
| 95-th percentile | 210.08501 |
| Maximum | 834.40002 |
| Range | 833.00002 |
| Interquartile range (IQR) | 47.974999 |
Descriptive statistics
| Standard deviation | 69.691825 |
|---|---|
| Coefficient of variation (CV) | 0.96431112 |
| Kurtosis | 22.958621 |
| Mean | 72.2711 |
| Median Absolute Deviation (MAD) | 22.099998 |
| Skewness | 3.6919308 |
| Sum | 113032 |
| Variance | 4856.9505 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 52.70000076 | 8 | 0.5% |
| 33.70000076 | 6 | 0.4% |
| 38.40000153 | 6 | 0.4% |
| 56.59999847 | 6 | 0.4% |
| 52.29999924 | 6 | 0.4% |
| 35 | 6 | 0.4% |
| 30.89999962 | 6 | 0.4% |
| 52.20000076 | 6 | 0.4% |
| 32 | 5 | 0.3% |
| 43 | 5 | 0.3% |
| Other values (915) | 1504 |
| Value | Count | Frequency (%) |
| 1.399999976 | 1 | |
| 2.099999905 | 1 | |
| 2.299999952 | 1 | |
| 3 | 1 | |
| 3.200000048 | 1 | |
| 3.5 | 2 | |
| 3.599999905 | 2 | |
| 3.799999952 | 1 | |
| 4.300000191 | 1 | |
| 4.400000095 | 1 |
| Value | Count | Frequency (%) |
| 834.4000244 | 1 | |
| 696.7000122 | 1 | |
| 694.7000122 | 1 | |
| 593.5999756 | 1 | |
| 465.5 | 1 | |
| 456.6000061 | 1 | |
| 438.2000122 | 1 | |
| 412.7000122 | 1 | |
| 404.1000061 | 1 | |
| 400.7999878 | 1 |
SiteEnergyUse(kBtu)
Real number (ℝ)
High correlation Unique
| Distinct | 1564 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6113664.9 |
| Minimum | 57133.199 |
|---|---|
| Maximum | 98960776 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 KiB |
Quantile statistics
| Minimum | 57133.199 |
|---|---|
| 5-th percentile | 439655.81 |
| Q1 | 1243815.4 |
| median | 2654851.8 |
| Q3 | 6783593.8 |
| 95-th percentile | 24193820 |
| Maximum | 98960776 |
| Range | 98903643 |
| Interquartile range (IQR) | 5539778.3 |
Descriptive statistics
| Standard deviation | 9303900 |
|---|---|
| Coefficient of variation (CV) | 1.5218204 |
| Kurtosis | 19.506558 |
| Mean | 6113664.9 |
| Median Absolute Deviation (MAD) | 1794109.2 |
| Skewness | 3.6977379 |
| Sum | 9.5617719 × 109 |
| Variance | 8.6562555 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7226362.5 | 1 | 0.1% |
| 8387933 | 1 | 0.1% |
| 6794584 | 1 | 0.1% |
| 14172606 | 1 | 0.1% |
| 12086616 | 1 | 0.1% |
| 5758795 | 1 | 0.1% |
| 6298131.5 | 1 | 0.1% |
| 13723820 | 1 | 0.1% |
| 16016644 | 1 | 0.1% |
| 26941110 | 1 | 0.1% |
| Other values (1554) | 1554 |
| Value | Count | Frequency (%) |
| 57133.19922 | 1 | |
| 79711.79688 | 1 | |
| 90558.70313 | 1 | |
| 97690.39844 | 1 | |
| 106918 | 1 | |
| 111969.7031 | 1 | |
| 113130 | 1 | |
| 116486.6016 | 1 | |
| 117438.3984 | 1 | |
| 123767.2031 | 1 |
| Value | Count | Frequency (%) |
| 98960776 | 1 | |
| 90609640 | 1 | |
| 68090728 | 1 | |
| 65336980 | 1 | |
| 65047284 | 1 | |
| 59107620 | 1 | |
| 58761304 | 1 | |
| 57764408 | 1 | |
| 56485204 | 1 | |
| 53166156 | 1 |
TotalGHGEmissions
Real number (ℝ)
High correlation
| Distinct | 1502 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 134.09876 |
| Minimum | 0 |
|---|---|
| Maximum | 3768.66 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.2365 |
| Q1 | 20.4275 |
| median | 49.285 |
| Q3 | 133.945 |
| 95-th percentile | 502.868 |
| Maximum | 3768.66 |
| Range | 3768.66 |
| Interquartile range (IQR) | 113.5175 |
Descriptive statistics
| Standard deviation | 269.17861 |
|---|---|
| Coefficient of variation (CV) | 2.0073162 |
| Kurtosis | 53.326446 |
| Mean | 134.09876 |
| Median Absolute Deviation (MAD) | 38.135 |
| Skewness | 6.0912092 |
| Sum | 209730.46 |
| Variance | 72457.125 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.3 | 3 | 0.2% |
| 25.14 | 2 | 0.1% |
| 32.22 | 2 | 0.1% |
| 3.25 | 2 | 0.1% |
| 29.18 | 2 | 0.1% |
| 53.25 | 2 | 0.1% |
| 10.05 | 2 | 0.1% |
| 49.58 | 2 | 0.1% |
| 39.05 | 2 | 0.1% |
| 2.82 | 2 | 0.1% |
| Other values (1492) | 1543 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.4 | 1 | |
| 0.63 | 1 | |
| 0.68 | 1 | |
| 0.75 | 1 | |
| 0.79 | 1 | |
| 0.81 | 1 | |
| 0.82 | 1 | |
| 0.86 | 1 | |
| 0.87 | 1 |
| Value | Count | Frequency (%) |
| 3768.66 | 1 | |
| 3278.11 | 1 | |
| 2573.75 | 1 | |
| 2549.47 | 1 | |
| 2489.78 | 1 | |
| 2055.82 | 1 | |
| 1990.5 | 1 | |
| 1789.69 | 1 | |
| 1727.11 | 1 | |
| 1699.45 | 1 |
Use_Steam
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 KiB |
| 0 | |
|---|---|
| 1 | 103 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1461 | |
| 1 | 103 | 6.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1461 | |
| 1 | 103 | 6.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1461 | |
| 1 | 103 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1564 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1461 | |
| 1 | 103 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1564 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1461 | |
| 1 | 103 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1564 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1461 | |
| 1 | 103 | 6.6% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1121 | |
| 0 | 443 | 28.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1121 | |
| 0 | 443 | 28.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1121 | |
| 0 | 443 | 28.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1564 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1121 | |
| 0 | 443 | 28.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1564 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1121 | |
| 0 | 443 | 28.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1564 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1121 | |
| 0 | 443 | 28.3% |
DistanceToCenter
Real number (ℝ)
| Distinct | 1501 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.480797 |
| Minimum | 0.072841784 |
|---|---|
| Maximum | 14.258402 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.4 KiB |
Quantile statistics
| Minimum | 0.072841784 |
|---|---|
| 5-th percentile | 0.46473594 |
| Q1 | 1.4000644 |
| median | 3.5614403 |
| Q3 | 6.7378663 |
| 95-th percentile | 11.466463 |
| Maximum | 14.258402 |
| Range | 14.185561 |
| Interquartile range (IQR) | 5.3378019 |
Descriptive statistics
| Standard deviation | 3.5390358 |
|---|---|
| Coefficient of variation (CV) | 0.78982283 |
| Kurtosis | -0.30065179 |
| Mean | 4.480797 |
| Median Absolute Deviation (MAD) | 2.5299351 |
| Skewness | 0.77751312 |
| Sum | 7007.9665 |
| Variance | 12.524774 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.738150581 | 8 | 0.5% |
| 2.412835109 | 6 | 0.4% |
| 8.985305408 | 5 | 0.3% |
| 9.659698584 | 4 | 0.3% |
| 2.661167321 | 4 | 0.3% |
| 8.304746719 | 3 | 0.2% |
| 5.032872635 | 3 | 0.2% |
| 7.72939449 | 3 | 0.2% |
| 0.2518155553 | 3 | 0.2% |
| 3.820013551 | 3 | 0.2% |
| Other values (1491) | 1522 |
| Value | Count | Frequency (%) |
| 0.0728417836 | 1 | |
| 0.09730307984 | 1 | |
| 0.1066381154 | 1 | |
| 0.113752574 | 1 | |
| 0.1201097471 | 1 | |
| 0.1229940018 | 1 | |
| 0.1337128106 | 1 | |
| 0.1338318294 | 1 | |
| 0.134733244 | 1 | |
| 0.1462762321 | 1 |
| Value | Count | Frequency (%) |
| 14.25840233 | 1 | |
| 14.25745932 | 1 | |
| 14.22475755 | 1 | |
| 14.07861288 | 1 | |
| 13.99154323 | 1 | |
| 13.97625303 | 1 | |
| 13.94426969 | 2 | |
| 13.91022209 | 1 | |
| 13.75685549 | 1 | |
| 13.72768125 | 1 |
Interactions
Correlations
| DistanceToCenter | Neighborhood | NumberofBuildings | NumberofFloors | PrimaryPropertyType | PropertyGFABuilding(s) | PropertyGFAParking | SiteEUI(kBtu/sf) | SiteEnergyUse(kBtu) | TotalGHGEmissions | Use_Gas | Use_Steam | YearBuilt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DistanceToCenter | 1.000 | 0.474 | 0.087 | -0.480 | 0.195 | -0.261 | -0.202 | -0.076 | -0.227 | -0.148 | 0.158 | 0.388 | 0.237 |
| Neighborhood | 0.474 | 1.000 | 0.050 | 0.175 | 0.249 | 0.065 | 0.085 | 0.088 | 0.081 | 0.046 | 0.144 | 0.359 | 0.175 |
| NumberofBuildings | 0.087 | 0.050 | 1.000 | -0.047 | 0.141 | 0.036 | -0.018 | -0.001 | 0.032 | 0.041 | 0.000 | 0.000 | 0.032 |
| NumberofFloors | -0.480 | 0.175 | -0.047 | 1.000 | 0.224 | 0.479 | 0.433 | 0.136 | 0.421 | 0.273 | 0.069 | 0.316 | 0.100 |
| PrimaryPropertyType | 0.195 | 0.249 | 0.141 | 0.224 | 1.000 | 0.182 | 0.153 | 0.257 | 0.263 | 0.250 | 0.309 | 0.216 | 0.173 |
| PropertyGFABuilding(s) | -0.261 | 0.065 | 0.036 | 0.479 | 0.182 | 1.000 | 0.288 | 0.112 | 0.709 | 0.547 | 0.000 | 0.241 | 0.229 |
| PropertyGFAParking | -0.202 | 0.085 | -0.018 | 0.433 | 0.153 | 0.288 | 1.000 | 0.174 | 0.348 | 0.189 | 0.029 | 0.000 | 0.366 |
| SiteEUI(kBtu/sf) | -0.076 | 0.088 | -0.001 | 0.136 | 0.257 | 0.112 | 0.174 | 1.000 | 0.711 | 0.668 | 0.125 | 0.076 | 0.155 |
| SiteEnergyUse(kBtu) | -0.227 | 0.081 | 0.032 | 0.421 | 0.263 | 0.709 | 0.348 | 0.711 | 1.000 | 0.856 | 0.044 | 0.228 | 0.273 |
| TotalGHGEmissions | -0.148 | 0.046 | 0.041 | 0.273 | 0.250 | 0.547 | 0.189 | 0.668 | 0.856 | 1.000 | 0.108 | 0.281 | 0.156 |
| Use_Gas | 0.158 | 0.144 | 0.000 | 0.069 | 0.309 | 0.000 | 0.029 | 0.125 | 0.044 | 0.108 | 1.000 | 0.102 | 0.148 |
| Use_Steam | 0.388 | 0.359 | 0.000 | 0.316 | 0.216 | 0.241 | 0.000 | 0.076 | 0.228 | 0.281 | 0.102 | 1.000 | 0.177 |
| YearBuilt | 0.237 | 0.175 | 0.032 | 0.100 | 0.173 | 0.229 | 0.366 | 0.155 | 0.273 | 0.156 | 0.148 | 0.177 | 1.000 |
Missing values
Sample
| PrimaryPropertyType | Neighborhood | YearBuilt | NumberofBuildings | NumberofFloors | PropertyGFAParking | PropertyGFABuilding(s) | SiteEUI(kBtu/sf) | SiteEnergyUse(kBtu) | TotalGHGEmissions | Use_Steam | Use_Gas | DistanceToCenter | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Hotel | DOWNTOWN | 1927 | 1.0 | 12 | 0 | 88434 | 81.699997 | 7226362.5 | 249.98 | 1 | 1 | 0.800964 |
| 1 | Hotel | DOWNTOWN | 1996 | 1.0 | 11 | 15064 | 88502 | 94.800003 | 8387933.0 | 295.86 | 0 | 1 | 0.787963 |
| 3 | Hotel | DOWNTOWN | 1926 | 1.0 | 10 | 0 | 61320 | 110.800003 | 6794584.0 | 286.43 | 1 | 1 | 0.945211 |
| 4 | Hotel | DOWNTOWN | 1980 | 1.0 | 18 | 62000 | 113580 | 114.800003 | 14172606.0 | 505.01 | 0 | 1 | 1.049298 |
| 5 | Other | DOWNTOWN | 1999 | 1.0 | 2 | 37198 | 60090 | 136.100006 | 12086616.0 | 301.81 | 0 | 1 | 1.165854 |
| 6 | Hotel | DOWNTOWN | 1926 | 1.0 | 11 | 0 | 83008 | 70.800003 | 5758795.0 | 176.14 | 0 | 1 | 0.858913 |
| 7 | Other | DOWNTOWN | 1926 | 1.0 | 8 | 0 | 102761 | 61.299999 | 6298131.5 | 221.51 | 1 | 1 | 0.788990 |
| 8 | Hotel | DOWNTOWN | 1904 | 1.0 | 15 | 0 | 163984 | 83.699997 | 13723820.0 | 392.16 | 0 | 1 | 0.365077 |
| 10 | Hotel | DOWNTOWN | 1969 | 1.0 | 11 | 19279 | 133884 | 119.599998 | 16016644.0 | 691.26 | 1 | 1 | 0.174395 |
| 11 | Hotel | DOWNTOWN | 1998 | 1.0 | 25 | 61161 | 272015 | 80.000000 | 26941110.0 | 740.97 | 1 | 1 | 0.133832 |
| PrimaryPropertyType | Neighborhood | YearBuilt | NumberofBuildings | NumberofFloors | PropertyGFAParking | PropertyGFABuilding(s) | SiteEUI(kBtu/sf) | SiteEnergyUse(kBtu) | TotalGHGEmissions | Use_Steam | Use_Gas | DistanceToCenter | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3363 | Other | NORTH | 1949 | 1.0 | 1 | 0 | 11285 | 57.200001 | 6.456654e+05 | 14.37 | 0 | 1 | 13.071325 |
| 3364 | Other | BALLARD | 1911 | 1.0 | 1 | 0 | 16795 | 55.799999 | 9.366165e+05 | 24.73 | 0 | 1 | 8.695702 |
| 3365 | Other | BALLARD | 1972 | 1.0 | 1 | 0 | 12769 | 400.799988 | 5.117308e+06 | 216.18 | 0 | 1 | 8.584330 |
| 3367 | Other | EAST | 1912 | 1.0 | 1 | 0 | 23445 | 254.899994 | 5.976246e+06 | 259.22 | 0 | 1 | 3.152211 |
| 3368 | Mixed Use Property | CENTRAL | 1994 | 1.0 | 1 | 0 | 20050 | 90.400002 | 1.813404e+06 | 60.81 | 0 | 1 | 2.247010 |
| 3370 | Other | DELRIDGE | 1982 | 1.0 | 1 | 0 | 18261 | 51.000000 | 9.320821e+05 | 20.33 | 0 | 1 | 7.956019 |
| 3372 | Other | DOWNTOWN | 2004 | 1.0 | 1 | 0 | 16000 | 59.400002 | 9.502762e+05 | 32.17 | 0 | 1 | 1.308024 |
| 3373 | Other | MAGNOLIA / QUEEN ANNE | 1974 | 1.0 | 1 | 0 | 13157 | 438.200012 | 5.765898e+06 | 223.54 | 0 | 1 | 3.881280 |
| 3374 | Mixed Use Property | GREATER DUWAMISH | 1989 | 1.0 | 1 | 0 | 14101 | 51.000000 | 7.194712e+05 | 22.11 | 0 | 1 | 8.689294 |
| 3375 | Mixed Use Property | GREATER DUWAMISH | 1938 | 1.0 | 1 | 0 | 18258 | 63.099998 | 1.152896e+06 | 41.27 | 0 | 1 | 7.932029 |